| Modal Dependency Parsing via Language Model Priming | Jul 1, 2022 | Dependency ParsingLanguage Modeling | CodeCode Available | 0 |
| Discriminator-Guided Model-Based Offline Imitation Learning | Jul 1, 2022 | Decision MakingImitation Learning | —Unverified | 0 |
| An Understanding-Oriented Robust Machine Reading Comprehension Model | Jul 1, 2022 | Machine Reading Comprehensionmodel | CodeCode Available | 0 |
| Language model compression with weighted low-rank factorization | Jun 30, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Best of Both Worlds Model Selection | Jun 29, 2022 | modelModel Selection | —Unverified | 0 |
| Visual Foresight With a Local Dynamics Model | Jun 29, 2022 | model | CodeCode Available | 0 |
| A local continuum model of cell-cell adhesion | Jun 29, 2022 | Diversitymodel | —Unverified | 0 |
| State and Input Constrained Model Reference Adaptive Control | Jun 27, 2022 | model | —Unverified | 0 |
| fETSmcs: Feature-based ETS model component selection | Jun 26, 2022 | modelModel Selection | CodeCode Available | 0 |
| Distilling a Pretrained Language Model to a Multilingual ASR Model | Jun 25, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Explanatory causal effects for model agnostic explanations | Jun 23, 2022 | modelPrediction | —Unverified | 0 |
| Is your model predicting the past? | Jun 23, 2022 | BIG-bench Machine Learningmodel | CodeCode Available | 0 |
| Diagnostic Tool for Out-of-Sample Model Evaluation | Jun 22, 2022 | Diagnosticmodel | CodeCode Available | 0 |
| Community Recovery in the Geometric Block Model | Jun 22, 2022 | Community Detectionmodel | —Unverified | 0 |
| OpenXAI: Towards a Transparent Evaluation of Model Explanations | Jun 22, 2022 | BenchmarkingExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Knowledge Graph Fusion for Language Model Fine-tuning | Jun 21, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Model-Based Imitation Learning Using Entropy Regularization of Model and Policy | Jun 21, 2022 | counterfactualImitation Learning | —Unverified | 0 |
| The Log Private Company Valuation Model | Jun 20, 2022 | model | —Unverified | 0 |
| Model Optimization in Imbalanced Regression | Jun 20, 2022 | modelModel Optimization | CodeCode Available | 0 |
| A Survey on Model-based Reinforcement Learning | Jun 19, 2022 | Decision Makingmodel | —Unverified | 0 |
| Model-Agnostic Few-Shot Open-Set Recognition | Jun 18, 2022 | Few-Shot Learningmodel | CodeCode Available | 1 |
| Rough-Heston Local-Volatility Model | Jun 18, 2022 | model | —Unverified | 0 |
| DECK: Model Hardening for Defending Pervasive Backdoors | Jun 18, 2022 | Decodermodel | —Unverified | 0 |
| Cluster Generation via Deep Energy-Based Model | Jun 17, 2022 | model | —Unverified | 0 |
| A Flexible Diffusion Model | Jun 17, 2022 | model | —Unverified | 0 |
| Disentangling Model Multiplicity in Deep Learning | Jun 17, 2022 | Deep Learningmodel | —Unverified | 0 |
| A Graph-Enhanced Click Model for Web Search | Jun 17, 2022 | graph constructionmodel | CodeCode Available | 1 |
| HyperImpute: Generalized Iterative Imputation with Automatic Model Selection | Jun 15, 2022 | ImputationMissing Values | CodeCode Available | 1 |
| Sparse Subspace Clustering in Diverse Multiplex Network Model | Jun 15, 2022 | Clusteringmodel | —Unverified | 0 |
| On Calibrated Model Uncertainty in Deep Learning | Jun 15, 2022 | Deep LearningDiagnostic | —Unverified | 0 |
| MACQ: A Holistic View of Model Acquisition Techniques | Jun 14, 2022 | model | CodeCode Available | 1 |
| Markov Decision Processes under Model Uncertainty | Jun 13, 2022 | modelPortfolio Optimization | CodeCode Available | 1 |
| Memory-Based Model Editing at Scale | Jun 13, 2022 | counterfactualDialogue Generation | CodeCode Available | 1 |
| Mediators: Conversational Agents Explaining NLP Model Behavior | Jun 13, 2022 | Explainable artificial intelligencemodel | —Unverified | 0 |
| SeATrans: Learning Segmentation-Assisted diagnosis model via Transformer | Jun 12, 2022 | DecoderMelanoma Diagnosis | —Unverified | 0 |
| A Functional Information Perspective on Model Interpretation | Jun 12, 2022 | model | CodeCode Available | 0 |
| CodeS: Towards Code Model Generalization Under Distribution Shift | Jun 11, 2022 | BenchmarkingCode Classification | CodeCode Available | 0 |
| Bilateral Dependency Optimization: Defending Against Model-inversion Attacks | Jun 11, 2022 | model | CodeCode Available | 1 |
| EigenFairing: 3D Model Fairing using Image Coherence | Jun 10, 2022 | model | —Unverified | 0 |
| Flexible Differentiable Optimization via Model Transformations | Jun 10, 2022 | Hyperparameter Optimizationmodel | CodeCode Available | 1 |
| An Enactivist-Inspired Mathematical Model of Cognition | Jun 10, 2022 | Attributemodel | —Unverified | 0 |
| Model-based machine learning of critical brain dynamics | Jun 10, 2022 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| Deep Leakage from Model in Federated Learning | Jun 10, 2022 | Federated Learningmodel | —Unverified | 0 |
| GAMR: A Guided Attention Model for (visual) Reasoning | Jun 10, 2022 | modelVisual Reasoning | CodeCode Available | 0 |
| Model Degradation Hinders Deep Graph Neural Networks | Jun 9, 2022 | AttributeGraph Mining | CodeCode Available | 0 |
| SAR Despeckling using a Denoising Diffusion Probabilistic Model | Jun 9, 2022 | Change DetectionDenoising | CodeCode Available | 1 |
| A Novel Partitioned Approach for Reduced Order Model -- Finite Element Model (ROM-FEM) and ROM-ROM Coupling | Jun 9, 2022 | model | —Unverified | 0 |
| DiSparse: Disentangled Sparsification for Multitask Model Compression | Jun 9, 2022 | modelModel Compression | CodeCode Available | 1 |
| Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning | Jun 8, 2022 | Meta-Learningmodel | CodeCode Available | 1 |
| A Unified Model for Multi-class Anomaly Detection | Jun 8, 2022 | Anomaly DetectionAnomaly Localization | CodeCode Available | 2 |